Star200+

Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

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Decision summary

Nltk is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Nltk

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Nltk

Best first install candidate based on install readiness and adoption.

Freshest repo

Stanza

Most recent maintenance signal among this shortlist.

SignalBERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Nltk

NLTK Source

Modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

Stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
99/100
Excellent
Decision verdict
100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100/100
Production-ready

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Adoption7.7K stars
Verified outcomes are shown on each skill page
15K stars
Verified outcomes are shown on each skill page
9.0K stars
Verified outcomes are shown on each skill page
7.8K stars
Verified outcomes are shown on each skill page
FreshnessMay 13, 2026Jun 11, 2026Jun 15, 2026Jun 16, 2026
Use-case fit
RAG and knowledgeCoding agentsWorkflow automation
Coding agentsRAG and knowledgeWorkflow automation
GitHub automationCoding agentsRAG and knowledge
GitHub automationCoding agentsRAG and knowledge
Workflow fit
RAG knowledge baseContent growth agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude CodePython, Machine Learning, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forRAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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Install
$ npx skills add MaartenGr/BERTopic
$ npx skills add nltk/nltk
$ npx skills add modelscope/modelscope
$ npx skills add stanfordnlp/stanza